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BoxLite AI agent – SQLite for VMs: embeddable AI agent sandboxing

https://github.com/boxlite-labs/boxlite
1•dorianzheng•2m ago•1 comments

Don't Build Agents, Build Skills Instead – Barry and Mahesh, Anthropic [video]

https://www.youtube.com/watch?v=CEvIs9y1uog
1•kerim-ca•6m ago•0 comments

Color Spaces, Gamuts, and Transformations

https://ari-atori.dev/articles/color-spaces-gamuts-and-transformations.html
1•todsacerdoti•8m ago•0 comments

Michael Jordan was a basketball legend. Now, he's one in NASCAR too

https://www.nytimes.com/athletic/6882918/2025/12/11/michael-jordan-nascar-settlement-trial-legend/
1•divbzero•10m ago•0 comments

Deno 2.6 and Socket: Supply Chain Defense in Your CLI

https://socket.dev/blog/deno-2-6-socket-supply-chain-defense-in-your-cli
2•feross•14m ago•0 comments

Battery storage hits $65/MWh, a tipping point for solar

https://electrek.co/2025/12/12/battery-storage-hits-65-mwh-tipping-point-solar/
5•toomuchtodo•21m ago•3 comments

EV sticker shock: Solo drivers using California carpool lanes face hefty fines

https://www.latimes.com/california/story/2025-12-01/ev-sticker-shock-solo-drivers-using-californi...
1•PaulHoule•21m ago•0 comments

Show HN: I made a grid that sizes your subscriptions by what they cost

https://visualize.nguyenvu.dev/
1•hoangvu12•22m ago•1 comments

UK Lords propose ban on VPNs for children

https://www.techradar.com/vpn/vpn-privacy-security/uk-lords-propose-ban-on-vpns-for-children
2•josephcsible•23m ago•0 comments

Google Removes Sci-Hub Domains from U.S. Search Results Due to Dated Court Order

https://torrentfreak.com/google-removes-sci-hub-domains-from-u-s-search-results-due-to-dated-cour...
2•t-3•25m ago•0 comments

Processing 630M More Pwned Passwords, Courtesy of the FBI

https://www.troyhunt.com/processing-630-million-more-pwned-passwords-courtesy-of-the-fbi/
1•LorenDB•25m ago•0 comments

Waymo: "Not yet a legal path to operating in New York"; NYC demo video

https://twitter.com/Waymo/status/1999620430970167481
2•tech234a•26m ago•0 comments

Cycle-accurate YM2149 PSG emulator

https://github.com/slippyex/ym2149-rs
1•todsacerdoti•29m ago•0 comments

The Coming Need for Formal Specification

https://benjamincongdon.me/blog/2025/12/12/The-Coming-Need-for-Formal-Specification/
1•todsacerdoti•29m ago•0 comments

.NET Wrapper for latest PCRE2 library

https://github.com/ltrzesniewski/pcre-net
1•hooge•32m ago•0 comments

Oliver Sacks fabricated key details in his books

https://boingboing.net/2025/12/12/oliver-sacks-fabricated-key-details-in-his-books.html
2•talonx•33m ago•0 comments

Fairly Trained AI

https://www.fairlytrained.org
1•pabs3•34m ago•0 comments

Meta's Pivot from Open Source to Money-Making AI Model

https://www.bloomberg.com/news/articles/2025-12-10/inside-meta-s-pivot-from-open-source-to-money-...
2•gmays•35m ago•0 comments

Papermoon: A Space-Grade Linux for the NewSpace Era

https://thenewstack.io/papermoon-a-space-grade-linux-for-the-newspace-era/
1•CrankyBear•36m ago•0 comments

A Lisp Interpreter Implemented in Conway's Game of Life (2022)

https://woodrush.github.io/blog/posts/2022-01-12-lisp-in-life.html
1•pabs3•39m ago•0 comments

Redis-rs and Redis-test 1.0.0

https://github.com/redis-rs/redis-rs/blob/main/version1.md
1•stmw•49m ago•0 comments

1300 Still Images from the Animated Films of Hayao Miyazaki's Studio Ghibli

https://www.ghibli.jp/info/013772/
3•vinhnx•49m ago•0 comments

Visualizing the 4th Dimension with WebGPU

https://dugas.ch/funderstanding/visualizing_the_4th_dimension.html
1•chronolitus•50m ago•1 comments

Visual Proof of Pythagoras' Theorem [video]

https://www.youtube.com/watch?v=tTHhBE5lYTg
2•thunderbong•52m ago•1 comments

Roundup of Events for Bootstrappers in December 2025

https://bootstrappersbreakfast.com/2025/11/25/roundup-of-december-2025-bootstrapper-events/
1•skmurphy•58m ago•1 comments

How the Team Behind Valkey Knew It Was Time to Fork

https://thenewstack.io/how-the-team-behind-valkey-knew-it-was-time-to-fork/
1•CrankyBear•1h ago•0 comments

Searching: Cybersecurity Classes

2•prospopa•1h ago•0 comments

Man shocks doctors with 254/150 blood pressure, stroke from energy drinks

https://arstechnica.com/health/2025/12/man-shocks-doctors-with-extreme-blood-pressure-stroke-from...
3•canucker2016•1h ago•1 comments

The unlikely photo that kickstarted the social web (2016)

https://www.bbc.com/future/article/20160224-the-unlikely-photo-that-kickstarted-the-social-internet
2•1659447091•1h ago•0 comments

The Bet on Juniors Just Got Better

https://tidyfirst.substack.com/p/the-bet-on-juniors-just-got-better
2•gmays•1h ago•1 comments
Open in hackernews

How do you test multiple API payloads and edge cases?

2•freetimeparadox•1d ago
I’m building a mobile app and need to reliably test different API payloads and failure scenarios. Ideally, I want to switch between payload variations on the fly and immediately see how the UI reacts. I’ve used Charles and some in-code mocks, but these approaches don’t scale well for dozens of repeatable scenarios.

How do you typically handle this? Mock servers, custom tooling, contract tests, or something else? I’m looking for practical workflows that let you test a wide range of payload variations without adding temporary test logic into the client code.

Comments

selfdb_io•1d ago
schemathesis: Schemathesis - Property-based API Testing for OpenAPI and ... Schemathesis.io https://schemathesis.io
freetimeparadox•1d ago
That looks interesting. I will give it a try.
dmitry_dygalo•1d ago
Schemathesis author here. Feel free to open an issue if something does not work as you expect :)

As a side note, if you'd like to check what is covered by Schemathesis or any other testing tool or manual tests, you may want to try https://demo.tracecov.sh/ which will generate API coverage reports from many popular formats (there is also a CLI proxy for cases when there is no direct integration)